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Dynamic pricing and reference price effects

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  • Prakash, David
  • Spann, Martin

Abstract

Dynamic pricing enables online retailers to dynamically adjust prices in response to demand and supply conditions. However, dynamically changing prices may also affect how consumers assess current retail prices compared to their internal reference prices. This paper develops propositions for the influence of dynamic pricing on the internal reference price effect based on a reduced demand model, and tests these propositions with a field experiment and an online lab experiment. Both experiments systematically manipulate two dimensions of dynamic price variation (amplitude and frequency). We find that customers react strongly to price increases but not to price reductions. However, higher amplitude, as well as the higher frequency of price changes, attenuate the internal reference price effects in the field experiment. The online lab experiment provides additional insights in a more controlled setting measuring the internal reference price and additional covariates. Therefore, dynamic pricing can provide an additional benefit for retailers by attenuating potentially detrimental reference price effects on demand.

Suggested Citation

  • Prakash, David & Spann, Martin, 2022. "Dynamic pricing and reference price effects," Journal of Business Research, Elsevier, vol. 152(C), pages 300-314.
    • Handle: RePEc:eee:jbrese:v:152:y:2022:i:c:p:300-314
    DOI: 10.1016/j.jbusres.2022.07.037
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    as
    1. Bing Jing, 2011. "Social Learning and Dynamic Pricing of Durable Goods," Marketing Science, INFORMS, vol. 30(5), pages 851-865, September.
    2. Guofang Huang & Hong Luo & Jing Xia, 2019. "Invest in Information or Wing It? A Model of Dynamic Pricing with Seller Learning," Management Science, INFORMS, vol. 65(12), pages 5556-5583, December.
    3. Bryan Kelly & Dimitris Papanikolaou & Amit Seru & Matt Taddy, 2021. "Measuring Technological Innovation over the Long Run," American Economic Review: Insights, American Economic Association, vol. 3(3), pages 303-320, September.
    4. Mayhew, Glenn E & Winer, Russell S, 1992. "An Empirical Analysis of Internal and External Reference Prices Using Scanner Data," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 19(1), pages 62-70, June.
    5. Guillermo Gallego & Garrett van Ryzin, 1994. "Optimal Dynamic Pricing of Inventories with Stochastic Demand over Finite Horizons," Management Science, INFORMS, vol. 40(8), pages 999-1020, August.
    6. Benny Mantin & Eran Rubin, 2016. "Fare Prediction Websites and Transaction Prices: Empirical Evidence from the Airline Industry," Marketing Science, INFORMS, vol. 35(4), pages 640-655, July.
    7. Bell, David R & Bucklin, Randolph E, 1999. "The Role of Internal Reference Points in the Category Purchase Decision," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 26(2), pages 128-143, September.
    8. Richard H. Thaler, 2008. "Mental Accounting and Consumer Choice," Marketing Science, INFORMS, vol. 27(1), pages 15-25, 01-02.
    9. Marshall Fisher & Santiago Gallino & Jun Li, 2018. "Competition-Based Dynamic Pricing in Online Retailing: A Methodology Validated with Field Experiments," Management Science, INFORMS, vol. 64(6), pages 2496-2514, June.
    10. Wamsler, Julia & Natter, Martin & Algesheimer, René, 2022. "Transitioning to dynamic prices: Should pricing authority remain with the company or be delegated to the service employees instead?," Journal of Business Research, Elsevier, vol. 139(C), pages 1476-1488.
    11. John H. Roberts & Glen L. Urban, 1988. "Modeling Multiattribute Utility, Risk, and Belief Dynamics for New Consumer Durable Brand Choice," Management Science, INFORMS, vol. 34(2), pages 167-185, February.
    12. Eric A. Greenleaf, 1995. "The Impact of Reference Price Effects on the Profitability of Price Promotions," Marketing Science, INFORMS, vol. 14(1), pages 82-104.
    13. Kalyanaram, Gurumurthy & Little, John D C, 1994. "An Empirical Analysis of Latitude of Price Acceptance in Consumer Package Goods," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 21(3), pages 408-418, December.
    14. Julian Hofmann & Michel Clement & Franziska Völckner & Thorsten Hennig-Thurau, 2007. "The price-perceived quality relationship: A meta-analytic review and assessment of its determinants," Post-Print hal-02990424, HAL.
    15. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    16. Gurumurthy Kalyanaram & Russell S. Winer, 1995. "Empirical Generalizations from Reference Price Research," Marketing Science, INFORMS, vol. 14(3_supplem), pages 161-169.
    17. Darke, Peter R. & Brady, Michael K. & Benedicktus, Ray L. & Wilson, Andrew E., 2016. "Feeling Close From Afar: The Role of Psychological Distance in Offsetting Distrust in Unfamiliar Online Retailers," Journal of Retailing, Elsevier, vol. 92(3), pages 287-299.
    18. Winer, Russell S, 1986. "A Reference Price Model of Brand Choice for Frequently Purchased Products," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 13(2), pages 250-256, September.
    19. Yuri Levin & Jeff McGill & Mikhail Nediak, 2009. "Dynamic Pricing in the Presence of Strategic Consumers and Oligopolistic Competition," Management Science, INFORMS, vol. 55(1), pages 32-46, January.
    20. Wedad Elmaghraby & P{i}nar Keskinocak, 2003. "Dynamic Pricing in the Presence of Inventory Considerations: Research Overview, Current Practices, and Future Directions," Management Science, INFORMS, vol. 49(10), pages 1287-1309, October.
    21. Marc Vanhuele & X. Drèze, 2002. "Measuring the Price Knowledge Shoppers Bring to the Store," Post-Print hal-00457563, HAL.
    22. Franziska Völckner & Julian Hofmann, 2007. "The price-perceived quality relationship: A meta-analytic review and assessment of its determinants," Marketing Letters, Springer, vol. 18(3), pages 181-196, September.
    23. Vincenzina Caputo & Jayson L Lusk & Rodolfo M Nayga, 2020. "Am I Getting a Good Deal? Reference‐DependentDecision Making When the Reference Price Is Uncertain," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(1), pages 132-153, January.
    24. Kelly L. Haws & William O. Bearden, 2006. "Dynamic Pricing and Consumer Fairness Perceptions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 33(3), pages 304-311, October.
    25. Alford, Bruce L. & Engelland, Brian T., 2000. "Advertised Reference Price Effects on Consumer Price Estimates, Value Perception, and Search Intention," Journal of Business Research, Elsevier, vol. 48(2), pages 93-100, May.
    26. Bettman, James R & Luce, Mary Frances & Payne, John W, 1998. "Constructive Consumer Choice Processes," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(3), pages 187-217, December.
    27. Jean-Noël Kapferer & Gilles Laurent, 1985. "Measuring consumer involvement profiles," Post-Print hal-00786781, HAL.
    28. Guizzardi, Andrea & Mariani, Marcello M. & Stacchini, Annalisa, 2022. "A temporal construal theory explanation of the price-quality relationship in online dynamic pricing," Journal of Business Research, Elsevier, vol. 146(C), pages 32-44.
    29. Drechsler, Wenzel & Natter, Martin, 2011. "Do Price Charts Provided by Online Shopbots Influence Price Expectations and Purchase Timing Decisions?," Journal of Interactive Marketing, Elsevier, vol. 25(2), pages 95-109.
    30. Krishnamurthi, Lakshman & Mazumdar, Tridib & Raj, S P, 1992. "Asymmetric Response to Price in Consumer Brand Choice and Purchase Quantity Decisions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 19(3), pages 387-400, December.
    31. Daniel S. Putler, 1992. "Incorporating Reference Price Effects into a Theory of Consumer Choice," Marketing Science, INFORMS, vol. 11(3), pages 287-309.
    32. Michael Neubert, 2022. "A Systematic Literature Review of Dynamic Pricing Strategies," International Business Research, Canadian Center of Science and Education, vol. 15(4), pages 1-1, April.
    33. Moorthy, Sridhar & Ratchford, Brian T & Talukdar, Debabrata, 1997. "Consumer Information Search Revisited: Theory and Empirical Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 23(4), pages 263-277, March.
    34. Bertrand Crettez & Naila Hayek & Georges Zaccour, 2020. "Existence and characterization of optimal dynamic pricing strategies with reference-price effects," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 28(2), pages 441-459, June.
    35. Dennis J. Zhang & Hengchen Dai & Lingxiu Dong & Fangfang Qi & Nannan Zhang & Xiaofei Liu & Zhongyi Liu & Jiang Yang, 2020. "The Long-term and Spillover Effects of Price Promotions on Retailing Platforms: Evidence from a Large Randomized Experiment on Alibaba," Management Science, INFORMS, vol. 66(6), pages 2589-2609, June.
    36. Martin Spann & Marc Fischer & Gerard J. Tellis, 2015. "Skimming or Penetration? Strategic Dynamic Pricing for New Products," Marketing Science, INFORMS, vol. 34(2), pages 235-249, March.
    37. Beatty, Sharon E & Smith, Scott M, 1987. "External Search Effort: An Investigation across Several Product Categories," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 14(1), pages 83-95, June.
    38. Praveen K. Kopalle & Ambar G. Rao & João L. Assunção, 1996. "Asymmetric Reference Price Effects and Dynamic Pricing Policies," Marketing Science, INFORMS, vol. 15(1), pages 60-85.
    39. Hillen, Judith & Fedoseeva, Svetlana, 2021. "E-commerce and the end of price rigidity?," Journal of Business Research, Elsevier, vol. 125(C), pages 63-73.
    40. Alderighi, Marco & Nava, Consuelo R. & Calabrese, Matteo & Christille, Jean-Marc & Salvemini, Chiara B., 2022. "Consumer perception of price fairness and dynamic pricing: Evidence from Booking.com," Journal of Business Research, Elsevier, vol. 145(C), pages 769-783.
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